Skip to main content
Log in

Methods of Linear Algebra in the Analysis of Certain Classes of Nonlinear Discretely Transformative Systems. I. Multiplicative Nonlinear Systems

  • Published:
Cybernetics and Systems Analysis Aims and scope

Abstract

The ideas and methods of pseudo-inversion of linear algebraic systems are propagated to problems of constructing the best root mean square approximation to solutions of nonlinear discretely transformative systems. The cases are considered where the form of nonlinearity is defined by a Cartesian product or iterative specification of linearly transformed input. Pseudo-solutions of quadratic nonlinear systems and systems of arbitrary order of nonlinearity are constructed and analyzed for accuracy and uniqueness.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. N. F. Kirichenko, “Analytical representation of perturbations of pseudoinverse matrices,” Cybern. Syst. Analysis, Vol. 33, No. 2, 230–238 (1997).

    Article  MathSciNet  MATH  Google Scholar 

  2. N. F. Kirichenko, “Pseudoinversion of matrices and their recurrence in modeling and control problems,” Problemy Upravleniya i Informatiki, No. 1, 114–127 (1995).

  3. N. F. Kirichenko and V. A. Stoyan, “Analytical representations of matrix and integral linear transformations,” Cybern. Syst. Analysis, Vol. 34, No. 3, 395–408 (1998).

    Article  MATH  Google Scholar 

  4. V. V. Skopetskii, V. A. Stoyan, and Yu. G. Krivonos, Mathematical Modeling of Direct and Inverse Problems for the Dynamics of Distributed Parameter Systems [in Ukrainian], Naukova Dumka, Kyiv (2002).

  5. V. V. Skopetskii, V. A. Stoyan, and V. B. Zvaridchuk, Mathematical Modeling of the Dynamics of Distributed Space–Time Processes [in Ukrainian], Stal’, Kyiv (2008).

  6. V. A. Stoyan, “A pseudoinverse approach to solving one class of nonlinear algebraic equations,” Dopov. Nac. Akad. Nauk Ukrainy, No. 3, 45–49 (2008).

  7. V. A. Stoyan, Mathematical Modeling of Linear, Quasilinear, and Nonlinear Dynamic Systems [in Ukrainian], VPTs Kyivs’kyi Universytet, Kyiv (2011).

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to V. A. Stoyan.

Additional information

Translated from Kibernetika i Sistemnyi Analiz, No. 1, January–February, 2019, pp. 127–134.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Stoyan, V.A. Methods of Linear Algebra in the Analysis of Certain Classes of Nonlinear Discretely Transformative Systems. I. Multiplicative Nonlinear Systems. Cybern Syst Anal 55, 109–116 (2019). https://doi.org/10.1007/s10559-019-00116-9

Download citation

  • Received:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10559-019-00116-9

Keywords

Navigation